AIOmarRehan/Cats_and_Dogs
Cats and Dogs Dataset Overview This dataset contains images of cats and dogs for binary classification tasks. It is a commonly used dataset for experimenting with image classification models, including transfer learning with models like InceptionV3. Dataset Source Original dataset by Bhavik Jikadara Kaggle link Dataset Structure Total images: 25,000 Balanced classes: Cat: 12,499 images Dog: 12,499 images Directory structure:… See the full description on the dataset page: https://huggingface.co/datasets/AIOmarRehan/Cats_and_Dogs.
Cats and Dogs Dataset
Overview
This dataset contains images of cats and dogs for binary classification tasks. It is a commonly used dataset for experimenting with image classification models, including transfer learning with models like InceptionV3.
Dataset Source
- Original dataset by Bhavik Jikadara
- Kaggle link
Dataset Structure
- Total images: 25,000
- Balanced classes:
- Cat: 12,499 images
- Dog: 12,499 images
- Directory structure:
PetImages/
├── Cat/
│ ├── cat1.jpg
│ ├── cat2.jpg
│ └── ...
└── Dog/
├── dog1.jpg
├── dog2.jpg
└── ...
Image Size
- Original images vary in size.
- Recommended preprocessing: resize to 256x256 pixels for training models.
License
- The dataset is released under the Apache 2.0 License.
- Attribution is required if you redistribute or modify the dataset.
Citation
If you use this dataset in your research or projects, please cite:
Bhavik Jikadara, Dog and Cat Classification Dataset, Kaggle, [https://www.kaggle.com/datasets/bhavikjikadara/dog-and-cat-classification-dataset](https://www.kaggle.com/datasets/bhavikjikadara/dog-and-cat-classification-dataset)